Literature DB >> 30969333

Brain Heterogeneity in Schizophrenia and Its Association With Polygenic Risk.

Dag Alnæs1, Tobias Kaufmann1, Dennis van der Meer1, Aldo Córdova-Palomera1, Jaroslav Rokicki1, Torgeir Moberget1, Francesco Bettella1, Ingrid Agartz1,2, Deanna M Barch3, Alessandro Bertolino4, Christine L Brandt1, Simon Cervenka2, Srdjan Djurovic1,5, Nhat Trung Doan1, Sarah Eisenacher6, Helena Fatouros-Bergman2, Lena Flyckt2, Annabella Di Giorgio4,7, Beathe Haatveit1, Erik G Jönsson1,2, Peter Kirsch6,8, Martina J Lund1, Andreas Meyer-Lindenberg6,8, Giulio Pergola4, Emanuel Schwarz6, Olav B Smeland1, Tiziana Quarto4, Mathias Zink6, Ole A Andreassen1, Lars T Westlye1,9.   

Abstract

Importance: Between-individual variability in brain structure is determined by gene-environment interactions, possibly reflecting differential sensitivity to environmental and genetic perturbations. Magnetic resonance imaging (MRI) studies have revealed thinner cortices and smaller subcortical volumes in patients with schizophrenia. However, group-level comparisons may mask considerable within-group heterogeneity, which has largely remained unnoticed in the literature.
Objectives: To compare brain structural variability between individuals with schizophrenia and healthy controls and to test whether respective variability reflects the polygenic risk score (PRS) for schizophrenia in an independent sample of healthy controls. Design, Setting, and Participants: This case-control and polygenic risk analysis compared MRI-derived cortical thickness and subcortical volumes between healthy controls and patients with schizophrenia across 16 cohorts and tested for associations between PRS and MRI features in a control cohort from the UK Biobank. Data were collected from October 27, 2004, through April 12, 2018, and analyzed from December 3, 2017, through August 1, 2018. Main Outcomes and Measures: Mean and dispersion parameters were estimated using double generalized linear models. Vertex-wise analysis was used to assess cortical thickness, and regions-of-interest analyses were used to assess total cortical volume, total surface area, and white matter, subcortical, and hippocampal subfield volumes. Follow-up analyses included within-sample analysis, test of robustness of the PRS threshold, population covariates, outlier removal, and control for image quality.
Results: A comparison of 1151 patients with schizophrenia (mean [SD] age, 33.8 [10.6] years; 68.6% male [n = 790] and 31.4% female [n = 361]) with 2010 healthy controls (mean [SD] age, 32.6 [10.4] years; 56.0% male [n = 1126] and 44.0% female [n = 884]) revealed higher heterogeneity in schizophrenia for cortical thickness and area (t = 3.34), cortical (t = 3.24) and ventricle (t range, 3.15-5.78) volumes, and hippocampal subfields (t range, 2.32-3.55). In the UK Biobank sample of 12 490 participants (mean [SD] age, 55.9 [7.5] years; 48.2% male [n = 6025] and 51.8% female [n = 6465]), higher PRS was associated with thinner frontal and temporal cortices and smaller left CA2/3 (t = -3.00) but was not significantly associated with dispersion. Conclusions and Relevance: This study suggests that schizophrenia is associated with substantial brain structural heterogeneity beyond the mean differences. These findings may reflect higher sensitivity to environmental and genetic perturbations in patients, supporting the heterogeneous nature of schizophrenia. A higher PRS was associated with thinner frontotemporal cortices and smaller hippocampal subfield volume, but not heterogeneity. This finding suggests that brain variability in schizophrenia results from interactions between environmental and genetic factors that are not captured by the PRS. Factors contributing to heterogeneity in frontotemporal cortices and hippocampus are key to furthering our understanding of how genetic and environmental factors shape brain biology in schizophrenia.

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Mesh:

Year:  2019        PMID: 30969333      PMCID: PMC6583664          DOI: 10.1001/jamapsychiatry.2019.0257

Source DB:  PubMed          Journal:  JAMA Psychiatry        ISSN: 2168-622X            Impact factor:   21.596


  58 in total

1.  Polygenic Risk Score, Parental Socioeconomic Status, Family History of Psychiatric Disorders, and the Risk for Schizophrenia: A Danish Population-Based Study and Meta-analysis.

Authors:  Esben Agerbo; Patrick F Sullivan; Bjarni J Vilhjálmsson; Carsten B Pedersen; Ole Mors; Anders D Børglum; David M Hougaard; Mads V Hollegaard; Sandra Meier; Manuel Mattheisen; Stephan Ripke; Naomi R Wray; Preben B Mortensen
Journal:  JAMA Psychiatry       Date:  2015-07       Impact factor: 21.596

2.  Cortical surface-based analysis. I. Segmentation and surface reconstruction.

Authors:  A M Dale; B Fischl; M I Sereno
Journal:  Neuroimage       Date:  1999-02       Impact factor: 6.556

3.  Cerebellar volume and cerebellocerebral structural covariance in schizophrenia: a multisite mega-analysis of 983 patients and 1349 healthy controls.

Authors:  T Moberget; N T Doan; D Alnæs; T Kaufmann; A Córdova-Palomera; T V Lagerberg; J Diedrichsen; E Schwarz; M Zink; S Eisenacher; P Kirsch; E G Jönsson; H Fatouros-Bergman; L Flyckt; G Pergola; T Quarto; A Bertolino; D Barch; A Meyer-Lindenberg; I Agartz; O A Andreassen; L T Westlye
Journal:  Mol Psychiatry       Date:  2017-05-16       Impact factor: 15.992

4.  The use of well controls: an unhealthy practice in psychiatric research.

Authors:  S Schwartz; E Susser
Journal:  Psychol Med       Date:  2011-06       Impact factor: 7.723

5.  Genomic and Imaging Biomarkers in Schizophrenia.

Authors:  J T Reddaway; J L Doherty; T Lancaster; D Linden; J T Walters; J Hall
Journal:  Curr Top Behav Neurosci       Date:  2018

6.  Spatial Variance in Resting fMRI Networks of Schizophrenia Patients: An Independent Vector Analysis.

Authors:  Shruti Gopal; Robyn L Miller; Andrew Michael; Tulay Adali; Mustafa Cetin; Srinivas Rachakonda; Juan R Bustillo; Nathan Cahill; Stefi A Baum; Vince D Calhoun
Journal:  Schizophr Bull       Date:  2015-06-23       Impact factor: 9.306

7.  PRSice: Polygenic Risk Score software.

Authors:  Jack Euesden; Cathryn M Lewis; Paul F O'Reilly
Journal:  Bioinformatics       Date:  2014-12-29       Impact factor: 6.937

8.  Subcortical brain volume abnormalities in 2028 individuals with schizophrenia and 2540 healthy controls via the ENIGMA consortium.

Authors:  T G M van Erp; D P Hibar; J M Rasmussen; D C Glahn; G D Pearlson; O A Andreassen; I Agartz; L T Westlye; U K Haukvik; A M Dale; I Melle; C B Hartberg; O Gruber; B Kraemer; D Zilles; G Donohoe; S Kelly; C McDonald; D W Morris; D M Cannon; A Corvin; M W J Machielsen; L Koenders; L de Haan; D J Veltman; T D Satterthwaite; D H Wolf; R C Gur; R E Gur; S G Potkin; D H Mathalon; B A Mueller; A Preda; F Macciardi; S Ehrlich; E Walton; J Hass; V D Calhoun; H J Bockholt; S R Sponheim; J M Shoemaker; N E M van Haren; H E Hulshoff Pol; H E H Pol; R A Ophoff; R S Kahn; R Roiz-Santiañez; B Crespo-Facorro; L Wang; K I Alpert; E G Jönsson; R Dimitrova; C Bois; H C Whalley; A M McIntosh; S M Lawrie; R Hashimoto; P M Thompson; J A Turner
Journal:  Mol Psychiatry       Date:  2015-06-02       Impact factor: 15.992

9.  Cognitive Subtypes of Schizophrenia Characterized by Differential Brain Volumetric Reductions and Cognitive Decline.

Authors:  Danielle Weinberg; Rhoshel Lenroot; Isabella Jacomb; Katherine Allen; Jason Bruggemann; Ruth Wells; Ryan Balzan; Dennis Liu; Cherrie Galletly; Stanley V Catts; Cynthia Shannon Weickert; Thomas W Weickert
Journal:  JAMA Psychiatry       Date:  2016-12-01       Impact factor: 21.596

10.  Dissecting the Heterogeneity of Treatment Response in First-Episode Schizophrenia.

Authors:  Anil K Malhotra
Journal:  Schizophr Bull       Date:  2015-09-02       Impact factor: 9.306

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  60 in total

1.  Toward High Reproducibility and Accountable Heterogeneity in Schizophrenia Research.

Authors:  Peter Kochunov; Paul M Thompson; L Elliot Hong
Journal:  JAMA Psychiatry       Date:  2019-07-01       Impact factor: 21.596

2.  Incorrect Symbols in Figure 3A.

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Journal:  JAMA Psychiatry       Date:  2019-09-01       Impact factor: 21.596

3.  Population-based neuroimaging reveals traces of childbirth in the maternal brain.

Authors:  Ann-Marie G de Lange; Tobias Kaufmann; Dennis van der Meer; Luigi A Maglanoc; Dag Alnæs; Torgeir Moberget; Gwenaëlle Douaud; Ole A Andreassen; Lars T Westlye
Journal:  Proc Natl Acad Sci U S A       Date:  2019-10-15       Impact factor: 11.205

4.  We need an operational framework for heterogeneity in psychiatric research

Authors:  Abraham Nunes; Thomas Trappenberg; Martin Alda
Journal:  J Psychiatry Neurosci       Date:  2020-01-01       Impact factor: 6.186

Review 5.  [Brain imaging in schizophrenia : A review of current trends and developments].

Authors:  Igor Nenadić
Journal:  Nervenarzt       Date:  2020-01       Impact factor: 1.214

6.  A principal component approach to improve association testing with polygenic risk scores.

Authors:  Brandon J Coombes; Alexander Ploner; Sarah E Bergen; Joanna M Biernacka
Journal:  Genet Epidemiol       Date:  2020-07-21       Impact factor: 2.135

7.  Dissimilarity in Sulcal Width Patterns in the Cortex can be Used to Identify Patients With Schizophrenia With Extreme Deficits in Cognitive Performance.

Authors:  Joost Janssen; Covadonga M Díaz-Caneja; Clara Alloza; Anouck Schippers; Lucía de Hoyos; Javier Santonja; Pedro M Gordaliza; Elizabeth E L Buimer; Neeltje E M van Haren; Wiepke Cahn; Celso Arango; René S Kahn; Hilleke E Hulshoff Pol; Hugo G Schnack
Journal:  Schizophr Bull       Date:  2021-03-16       Impact factor: 9.306

8.  Life Event Stress and Reduced Cortical Thickness in Youth at Clinical High Risk for Psychosis and Healthy Control Subjects.

Authors:  Katrina Aberizk; Meghan A Collins; Jean Addington; Carrie E Bearden; Kristin S Cadenhead; Barbara A Cornblatt; Daniel H Mathalon; Thomas H McGlashan; Diana O Perkins; Ming T Tsuang; Scott W Woods; Tyrone D Cannon; Elaine F Walker
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2021-04-28

9.  Disrupted Intersubject Variability Architecture in Functional Connectomes in Schizophrenia.

Authors:  Xiaoyi Sun; Jin Liu; Qing Ma; Jia Duan; Xindi Wang; Yuehua Xu; Zhilei Xu; Ke Xu; Fei Wang; Yanqing Tang; Yong He; Mingrui Xia
Journal:  Schizophr Bull       Date:  2021-04-29       Impact factor: 9.306

Review 10.  The polygenic architecture of schizophrenia - rethinking pathogenesis and nosology.

Authors:  Olav B Smeland; Oleksandr Frei; Anders M Dale; Ole A Andreassen
Journal:  Nat Rev Neurol       Date:  2020-06-11       Impact factor: 42.937

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